Reconocimiento de comandos por voz con máquinas de soporte vectorial a través de bandas espectrales.
Abstract
En este artículo se propone una metodología para reconocimiento de comandos hablados, utilizando Máquinas de Soporte Vectorial (SVM). Esta tarea es importante en sistemas autónomos y semi-autónomos por ser un medio natural y práctico de interacción en situaciones en las cuales el individuo tiene ocupadas las manos, en ambientes con poca visibilidad o cuando el contacto táctil es poco práctico o imposible. Como ejemplo de aplicación, las señales de voz se caracterizan empleando bandas espectrales y luego se clasifican usando SVM. La metodología se prueba con la identificación de vocales de un locutor con resultados promedio del 98% de acierto.Downloads
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